← Authors

Majid Janzamin

6 papers · 2013–2017 · 4 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (8) πŸ”₯ Unstoppable (5) ❓ The Questioner (2) πŸ“ˆ Trend Setter

Conferences

JMLR (3) AISTATS (1) COLT (1) NIPS (1)

Top co-authors

Animashree Anandkumar (4) Anima Anandkumar (2) Rong Ge (2) Daniel Hsu (1) Sham Kakade (1) Daniel J. Hsu (1) Sham M. Kakade (1) Hanie Sedghi (1)

Keywords

tensor decomposition (4) latent variable model (2) overcomplete topic models (2) tensor tucker decomposition (2) structured sparsity (2) overcomplete representation (1) precision matrix (1) sparse matrix (1) identifiability (1) latent topics (1) probabilistic model (1) sparse model (1) graphical model (1) score function (1) mixture model (1) latent variable (1) generalized linear model (1) topic model (1) spectral method (1) tucker decomposition (1)

Papers

Analyzing Tensor Power Method Dynamics in Overcomplete Regime JMLR 2017
Provable Tensor Methods for Learning Mixtures of Generalized Linear Models AISTATS 2016
Learning Overcomplete Latent Variable Models through Tensor Methods COLT 2015
When Are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity JMLR 2015
High-Dimensional Covariance Decomposition into Sparse Markov and Independence Models JMLR 2014
When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity NIPS 2013